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AI starting to see diminishing returns

It turns out scaling only gets you so far, and after that th...
sinister really tough guy affirmative action
  06/06/25
college graduate to PhD - that seems like a big jump.
Sapphire main people circlehead
  06/06/25
It’s not as valuable as the jump from GPT 2 to 3 was. ...
sinister really tough guy affirmative action
  06/06/25
Yea it’s less of a jump but it’s still a huge im...
Sapphire main people circlehead
  06/06/25
...
lemon wonderful degenerate
  06/06/25
college graduate to PhD tp
Bronze twinkling uncleanness principal's office
  06/07/25
It doesn’t wrap around proles yet. It’s still in...
garnet theater
  06/06/25
...
pearly ape
  06/06/25
...
Sapphire main people circlehead
  06/06/25
...
slimy field
  06/06/25
talk to them about weed or whatever tp
fantasy-prone theatre
  06/06/25
...
salmon underhanded hall
  06/07/25
...
fantasy-prone theatre
  06/27/25
AI is a gamechanger in healthcare. Most people have no idea ...
Iridescent rigpig cruise ship
  06/06/25
Don't forget the part where UMC W2 earners are taxed to hell...
appetizing meetinghouse
  06/06/25
UMC W2 wage earners deserve to be gassed and exterminated. w...
Lake exciting pervert point
  06/07/25
...
Fear-inspiring Turquoise Stage
  06/06/25
...
razzmatazz state
  06/07/25
...
Odious Casino
  06/07/25
...
Indigo Temple
  06/07/25
oh god, oh
Lake exciting pervert point
  06/07/25
My prole friends literally do already ask it about weed stra...
obsidian native hunting ground
  06/07/25
...
Fishy Goyim
  06/07/25
...
Aquamarine talented boistinker
  06/27/25
...
Spectacular avocado lodge persian
  06/27/25


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Date: June 6th, 2025 2:48 PM
Author: sinister really tough guy affirmative action

It turns out scaling only gets you so far, and after that the improvements are marginal. We all witnessed the jump from retarded (GPT 2) to not retarded (GPT 3/4) so it seemed like scaling would always give you huge improvements. Turns out that’s not the case. Now when you double your GPU cluster you just go from college graduate to PhD, which is good but not revolutionary.

If the 400,000-GPU mega datacenter OpenAI is building only delivers marginal improvement to their models then companies like Nvidia will shit the bed since their current valuation is based on the assumption that there will be huge demand for every unit they have the capacity to produce for at least the next 4-5 years.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992590)



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Date: June 6th, 2025 2:50 PM
Author: Sapphire main people circlehead

college graduate to PhD

- that seems like a big jump.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992604)



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Date: June 6th, 2025 2:53 PM
Author: sinister really tough guy affirmative action

It’s not as valuable as the jump from GPT 2 to 3 was. Its improvement, but not the same margin of improvement, and not as valuable to the market. GPT 4-level is good enough for most companies to use and derive huge benefits from. They’re not going to pay extra to have a PhD-level LLM run their call center or customer service chats.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992614)



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Date: June 6th, 2025 3:18 PM
Author: Sapphire main people circlehead

Yea it’s less of a jump but it’s still a huge improvement. Also, a lot more use cases for AI besides commercial grunt work…for high level decision making that jump and upcoming jumps will make a big difference.

More excited about that use case than taking the jobs of some min wage workers at T-Mobile

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992706)



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Date: June 6th, 2025 2:53 PM
Author: lemon wonderful degenerate



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992615)



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Date: June 7th, 2025 10:24 AM
Author: Bronze twinkling uncleanness principal's office

college graduate to PhD tp

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994445)



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Date: June 6th, 2025 3:13 PM
Author: garnet theater

It doesn’t wrap around proles yet. It’s still internet pre smart phone

Wait till the dumbest poorest pieces of shit wrap it around their lives.

It will wake them, order their Mountain Dew breakfast, talk to them about weed or whatever, play little shows and videos for them all day, schedule their welfare etc

Right now it’s Facebook with ivy only edus

It’s gonna be huge

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992691)



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Date: June 6th, 2025 3:16 PM
Author: pearly ape



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992697)



Reply Favorite

Date: June 6th, 2025 3:19 PM
Author: Sapphire main people circlehead



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992708)



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Date: June 6th, 2025 3:21 PM
Author: slimy field



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992713)



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Date: June 6th, 2025 3:43 PM
Author: fantasy-prone theatre

talk to them about weed or whatever tp

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992766)



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Date: June 7th, 2025 8:53 AM
Author: salmon underhanded hall



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994284)



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Date: June 27th, 2025 5:08 PM
Author: fantasy-prone theatre



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#49054723)



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Date: June 6th, 2025 3:47 PM
Author: Iridescent rigpig cruise ship

AI is a gamechanger in healthcare. Most people have no idea what's coming and what it means both for themselves (awesome) and society (uh oh, many more long lived people). If I were a serious investor I'd be looking at healthcare start ups focused on AI.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992778)



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Date: June 6th, 2025 4:04 PM
Author: appetizing meetinghouse

Don't forget the part where UMC W2 earners are taxed to hell to have the AI do this for them.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992835)



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Date: June 7th, 2025 8:56 AM
Author: Lake exciting pervert point

UMC W2 wage earners deserve to be gassed and exterminated. we are the supreme leeches of american society

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994289)



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Date: June 6th, 2025 4:45 PM
Author: Fear-inspiring Turquoise Stage



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48992912)



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Date: June 7th, 2025 12:26 AM
Author: razzmatazz state



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48993963)



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Date: June 7th, 2025 12:27 AM
Author: Odious Casino



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48993965)



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Date: June 7th, 2025 8:52 AM
Author: Indigo Temple



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994283)



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Date: June 7th, 2025 8:55 AM
Author: Lake exciting pervert point

oh god, oh

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994287)



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Date: June 7th, 2025 9:00 AM
Author: obsidian native hunting ground

My prole friends literally do already ask it about weed strains.

(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994298)



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Date: June 7th, 2025 9:08 AM
Author: Fishy Goyim



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#48994312)



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Date: June 27th, 2025 5:04 PM
Author: Aquamarine talented boistinker



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#49054715)



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Date: June 27th, 2025 5:06 PM
Author: Spectacular avocado lodge persian



(http://www.autoadmit.com/thread.php?thread_id=5734272&forum_id=2#49054718)